A COMPARISON OF VARIOUS STRATEGIES IN DIFFERENTIAL EVOLUTION
The result's identifiers
Result code in IS VaVaI
<a href="https://www.isvavai.cz/riv?ss=detail&h=RIV%2F61988987%3A17310%2F11%3AA12011U8" target="_blank" >RIV/61988987:17310/11:A12011U8 - isvavai.cz</a>
Result on the web
—
DOI - Digital Object Identifier
—
Alternative languages
Result language
angličtina
Original language name
A COMPARISON OF VARIOUS STRATEGIES IN DIFFERENTIAL EVOLUTION
Original language description
Influence of a selected search strategy on the efficiency of differential evolution algorithm is studied. Twelve different kinds of mutation in combination with three different mutation and three various levels of parameter controlling the mutation are compared experimentally. Six commonly used scalable test functions at two levels of problem dimension are used as a benchmark. Experimental results shows that there are significant differences among the efficiency of various strategy and the efficiency ofa strategy is problem-dependent. After statistical comparison of the performance of 60 tested search strategies we can conclude that strategies with mixed competitive crossover and randrl/1/ mutation perform best in average on these benchmark problems.
Czech name
—
Czech description
—
Classification
Type
D - Article in proceedings
CEP classification
IN - Informatics
OECD FORD branch
—
Result continuities
Project
—
Continuities
Z - Vyzkumny zamer (s odkazem do CEZ)<br>S - Specificky vyzkum na vysokych skolach
Others
Publication year
2011
Confidentiality
S - Úplné a pravdivé údaje o projektu nepodléhají ochraně podle zvláštních právních předpisů
Data specific for result type
Article name in the collection
MENDEL 2011
ISBN
978-80-214-4302-0
ISSN
—
e-ISSN
—
Number of pages
8
Pages from-to
48-55
Publisher name
Brno University of Technology, Faculty of Mechanical Engineering
Place of publication
Brno
Event location
VUT Brno
Event date
Jun 15, 2011
Type of event by nationality
WRD - Celosvětová akce
UT code for WoS article
—